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The Mondrian Process

The Mondrian Process

This video was recorded at 25th International Conference on Machine Learning (ICML), Helsinki 2008. We describe a novel stochastic process that can be used to construct a multidimensional generalization of the stick-breaking process and which is related to the classic stick breaking process described by Sethuraman [1994] in one dimension. We describe how the process can be applied to relational data modeling using the de Finetti representation for infinitely and partially exchangeable arrays.


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